Address poor performance of Parquet string decoding#15304
Merged
rapids-bot[bot] merged 4 commits intorapidsai:branch-24.04from Mar 19, 2024
Merged
Address poor performance of Parquet string decoding#15304rapids-bot[bot] merged 4 commits intorapidsai:branch-24.04from
rapids-bot[bot] merged 4 commits intorapidsai:branch-24.04from
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/ok to test |
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String decode current 24.04 top, this PR (using avg length per batch of 32 strings) bottom. Note that there are only 4 pages being decoded in this file.
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Thank you @etseidl for looking into this performance case! |
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@etseidl would you please let me know if there are more changes you would like to make - or is this ready for review? |
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@GregoryKimball If a quick fix is wanted for 24.04, then I think this is ready. It will take longer to evaluate more complicated solutions. My first attempt at going block wide didn't pan out :( |
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/ok to test |
ttnghia
approved these changes
Mar 19, 2024
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/merge |
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Description
See #15297. The Parquet string decoder can become a bottleneck in the presence of strings of widely varying sizes. This PR is an attempt to address this, at least as a stop gap solution. A more complete solution may be to rework the string decoder to work in a block-wide fashion, such as the new micro-kernels added in #15159.
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